Michael Gerndt

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 107

Top Venues

Publications

Mohak Chadha, Paul Wieland, Michael Gerndt
gFaaS: Enabling Generic Functions in Serverless Computing. CoRR (2024)
Mohak Chadha, Pulkit Khera, Jianfeng Gu, Osama Abboud, Michael Gerndt
Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning. CoRR (2024)
Mohak Chadha, Paul Wieland, Michael Gerndt
gFaaS: Enabling Generic Functions in Serverless Computing. SANER (2024)
Mohak Chadha, Alexander Jensen, Jianfeng Gu, Osama Abboud, Michael Gerndt
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments. CoRR (2024)
Mohak Chadha, Pulkit Khera, Jianfeng Gu, Osama Abboud, Michael Gerndt
Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning. SAC (2024)
Jianfeng Gu, Yichao Zhu, Puxuan Wang, Mohak Chadha, Michael Gerndt
FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference. CoRR (2023)
Mohak Chadha, Eishi Arima, Amir Raoofy, Michael Gerndt, Martin Schulz
Sustainability in HPC: Vision and Opportunities. CoRR (2023)
Mohak Chadha, Eishi Arima, Amir Raoofy, Michael Gerndt, Martin Schulz
Sustainability in HPC: Vision and Opportunities. SC Workshops (2023)
Mohak Chadha, Thandayuthapani Subramanian, Eishi Arima, Michael Gerndt, Martin Schulz, Osama Abboud
GreenCourier: Carbon-Aware Scheduling for Serverless Functions. CoRR (2023)
Mohak Chadha, Thandayuthapani Subramanian, Eishi Arima, Michael Gerndt, Martin Schulz, Osama Abboud
GreenCourier: Carbon-Aware Scheduling for Serverless Functions. WOSC@Middleware (2023)
Paolo Notaro, Qiao Yu, Soroush Haeri, Jorge Cardoso, Michael Gerndt
An Optical Transceiver Reliability Study based on SFP Monitoring and OS-level Metric Data. CCGrid (2023)
Mohak Chadha, Nils Krueger, Jophin John, Anshul Jindal, Michael Gerndt, Shajulin Benedict
Exploring the Use of WebAssembly in HPC. CoRR (2023)
Mohak Chadha, Nils Krueger, Jophin John, Anshul Jindal, Michael Gerndt, Shajulin Benedict
Exploring the Use of WebAssembly in HPC. PPoPP (2023)
Paolo Notaro, Soroush Haeri, Jorge Cardoso, Michael Gerndt
LogRule: Efficient Structured Log Mining for Root Cause Analysis. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Jianfeng Gu, Yichao Zhu, Puxuan Wang, Mohak Chadha, Michael Gerndt
FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference. ICPP (2023)
Christopher Peter Smith, Anshul Jindal, Mohak Chadha, Michael Gerndt, Shajulin Benedict
FaDO: FaaS Functions and Data Orchestrator for Multiple Serverless Edge-Cloud Clusters. ICFEC (2022)
Markus Steinbach, Anshul Jindal, Mohak Chadha, Michael Gerndt, Shajulin Benedict
TppFaaS: Modeling Serverless Functions Invocations via Temporal Point Processes. IEEE Access 10 (2022)
Gor Safaryan, Anshul Jindal, Mohak Chadha, Michael Gerndt
SLAM: SLO-Aware Memory Optimization for Serverless Applications. CoRR (2022)
Thomas van Loo, Anshul Jindal, Shajulin Benedict, Mohak Chadha, Michael Gerndt
Scalable Infrastructure for Workload Characterization of Cluster Traces. CoRR (2022)
Jophin John, Michael Gerndt
Designing an Adaptive Application-Level Checkpoint Management System for Malleable MPI Applications. CoRR (2022)
Mohak Chadha, Victor Pacyna, Anshul Jindal, Jianfeng Gu, Michael Gerndt
Migrating from microservices to serverless: an IoT platform case study. WOSC@Middleware (2022)
Mohak Chadha, Victor Pacyna, Anshul Jindal, Jianfeng Gu, Michael Gerndt
Migrating from Microservices to Serverless: An IoT Platform Case Study. CoRR (2022)
Jophin John, Isaac David Núñez Araya, Michael Gerndt
iCheck: Leveraging RDMA and Malleability for Application-Level Checkpointing in HPC Systems. ICPADS (2022)
Gor Safaryan, Anshul Jindal, Mohak Chadha, Michael Gerndt
SLAM: SLO-Aware Memory Optimization for Serverless Applications. CLOUD (2022)
Christoph Reile, Mohak Chadha, Valentin Hauner, Anshul Jindal, Benjamin Hofmann, Michael Gerndt
Bunk8s: Enabling Easy Integration Testing of Microservices in Kubernetes. SANER (2022)
Mohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud
FedLesScan: Mitigating Stragglers in Serverless Federated Learning. Big Data (2022)
Tetiana Zubko, Anshul Jindal, Mohak Chadha, Michael Gerndt
MAFF: Self-adaptive Memory Optimization for Serverless Functions. ESOCC (2022)
Anshul Jindal, Mohak Chadha, Shajulin Benedict, Michael Gerndt
Estimating the Capacities of Function-as-a-Service Functions. CoRR (2022)
Mohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud
FedLesScan: Mitigating Stragglers in Serverless Federated Learning. CoRR (2022)
Christoph Reile, Mohak Chadha, Valentin Hauner, Anshul Jindal, Benjamin Hofmann, Michael Gerndt
Bunk8s: Enabling Easy Integration Testing of Microservices in Kubernetes. CoRR (2022)
Thomas van Loo, Anshul Jindal, Shajulin Benedict, Mohak Chadha, Michael Gerndt
Scalable Infrastructure for Workload Characterization of Cluster Traces. CLOSER (2022)
Stephan Patrick Baller, Anshul Jindal, Mohak Chadha, Michael Gerndt
DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices. CoRR (2021)
Anshul Jindal, Mohak Chadha, Shajulin Benedict, Michael Gerndt
Estimating the capacities of function-as-a-service functions. UCC Companion (2021)
Anshul Jindal, Michael Gerndt, Mohak Chadha, Vladimir Podolskiy, Pengfei Chen
Function delivery network: Extending serverless computing for heterogeneous platforms. Softw. Pract. Exp. 51 (9) (2021)
Michael Gerndt, Masaaki Kondo, Barton P. Miller, Tapasya Patki
Adaptive Resource Management for HPC Systems (Dagstuhl Seminar 21441). Dagstuhl Reports 11 (10) (2021)
Andreas Grafberger, Mohak Chadha, Anshul Jindal, Jianfeng Gu, Michael Gerndt
FedLess: Secure and Scalable Federated Learning Using Serverless Computing. CoRR (2021)
Anshul Jindal, Julian Frielinghaus, Mohak Chadha, Michael Gerndt
Courier: delivering serverless functions within heterogeneous FaaS deployments. UCC (2021)
Michael Kiener, Mohak Chadha, Michael Gerndt
Towards Demystifying Intra-Function Parallelism in Serverless Computing. CoRR (2021)
Anshul Jindal, Mohak Chadha, Michael Gerndt, Julian Frielinghaus, Vladimir Podolskiy, Pengfei Chen
Poster: Function Delivery Network: Extending Serverless to Heterogeneous Computing. ICDCS (2021)
Paolo Notaro, Jorge Cardoso, Michael Gerndt
A Survey of AIOps Methods for Failure Management. ACM Trans. Intell. Syst. Technol. 12 (6) (2021)
Michael Kiener, Mohak Chadha, Michael Gerndt
Towards Demystifying Intra-Function Parallelism in Serverless Computing. WOSC@Middleware (2021)
Anshul Jindal, Paul Staab, Jorge Cardoso, Michael Gerndt, Vladimir Podolskiy
Online Memory Leak Detection in the Cloud-based Infrastructures. CoRR (2021)
Stephan Patrick Baller, Anshul Jindal, Mohak Chadha, Michael Gerndt
DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices. IC2E (2021)
Stephen Burroughs, Helge Dickel, Martin van Zijl, Vladimir Podolskiy, Michael Gerndt, Robi Malik, Panos Patros
Towards Autoscaling with Guarantees on Kubernetes Clusters. ACSOS-C (2021)
Anshul Jindal, Paul Staab, Pooja Kulkarni, Jorge Cardoso, Michael Gerndt, Vladimir Podolskiy
Memory Leak Detection Algorithms in the Cloud-based Infrastructure. CoRR (2021)
Mohak Chadha, Anshul Jindal, Michael Gerndt
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions. CoRR (2021)
Mohak Chadha, Michael Gerndt
Modelling DVFS and UFS for Region-Based Energy Aware Tuning of HPC Applications. CoRR (2021)
Anshul Jindal, Michael Gerndt, Mohak Chadha, Vladimir Podolskiy, Pengfei Chen
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms. CoRR (2021)
Anshul Jindal, Ilya Shakhat, Jorge Cardoso, Michael Gerndt, Vladimir Podolskiy
IAD: Indirect Anomalous VMMs Detection in the Cloud-Based Environment. ICSOC Workshops (2021)
Anshul Jindal, Ilya Shakhat, Jorge Cardoso, Michael Gerndt, Vladimir Podolskiy
IAD: Indirect Anomalous VMMs Detection in the Cloud-based Environment. CoRR (2021)
Mohak Chadha, Anshul Jindal, Michael Gerndt
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions. CLOUD (2021)
Andreas Grafberger, Mohak Chadha, Anshul Jindal, Jianfeng Gu, Michael Gerndt
FedLess: Secure and Scalable Federated Learning Using Serverless Computing. IEEE BigData (2021)
Harry McCarthy, Vladimir Podolskiy, Michael Gerndt, Panos Patros
Consistent Resource Utilization for Cross-Platform and Replicable Load-Testing: a Position Paper. MoDELS (Companion) (2021)
Lennart Espe, Anshul Jindal, Vladimir Podolskiy, Michael Gerndt
Performance Evaluation of Container Runtimes. CLOSER (2020)
Mohak Chadha, Anshul Jindal, Michael Gerndt
Towards Federated Learning using FaaS Fabric. WOSC@Middleware (2020)
Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie E. Taylor, Sridutt Bhalachandra
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CLUSTER (2020)
Chen-Fu Fan, Anshul Jindal, Michael Gerndt
Microservices vs Serverless: A Performance Comparison on a Cloud-native Web Application. CLOSER (2020)
Vladimir Podolskiy, Maria Patrou, Panos Patros, Michael Gerndt, Kenneth B. Kent
The weakest link: revealing and modeling the architectural patterns of microservice applications. CASCON (2020)
Madhura Kumaraswamy, Michael Gerndt
Exploiting Dynamism in HPC Applications to Optimize Energy-Efficiency. ICPP Workshops (2020)
Anshul Jindal, Paul Staab, Jorge Cardoso, Michael Gerndt, Vladimir Podolskiy
Online Memory Leak Detection in the Cloud-Based Infrastructures. ICSOC Workshops (2020)
Paolo Notaro, Jorge Cardoso, Michael Gerndt
A Systematic Mapping Study in AIOps. CoRR (2020)
Robert Mijakovic, Michael Gerndt
Automatic Selection of Tuning Plugins in PTF Using Machine Learning. IPDPS Workshops (2020)
Anshul Jindal, Benedikt Strahm, Vladimir Podolskiy, Michael Gerndt
Windsurfing with APPA: Automating Computational Fluid Dynamics Simulations of Wind Flow using Cloud Computing. PDP (2020)
Paolo Notaro, Jorge Cardoso, Michael Gerndt
A Systematic Mapping Study in AIOps. ICSOC Workshops (2020)
Mohak Chadha, Jophin John, Michael Gerndt
Extending SLURM for Dynamic Resource-Aware Adaptive Batch Scheduling. CoRR (2020)
Peeranut Chindanonda, Vladimir Podolskiy, Michael Gerndt
Self-Adaptive Data Processing to Improve SLOs for Dynamic IoT Workloads. Comput. 9 (1) (2020)
Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie E. Taylor, Sridutt Bhalachandra
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CoRR (2020)
Mohak Chadha, Jophin John, Michael Gerndt
Extending SLURM for Dynamic Resource-Aware Adaptive Batch Scheduling. HiPC (2020)
Anshul Jindal, Michael Gerndt
From DevOps to NoOps: Is It Worth It? CLOSER (Selected Papers) (2020)
Anshul Jindal, Vladimir Podolskiy, Michael Gerndt
Performance Modeling for Cloud Microservice Applications. ICPE (2019)
Vladimir Podolskiy, Michael Mayo, Abigail Koay, Michael Gerndt, Panos Patros
Maintaining SLOs of Cloud-Native Applications Via Self-Adaptive Resource Sharing. SASO (2019)
Jophin John, Santiago Narváez, Michael Gerndt
Invasive Computing for Power Corridor Management. PARCO (2019)
Helge Dickel, Vladimir Podolskiy, Michael Gerndt
Evaluation of Autoscaling Metrics for (stateful) IoT Gateways. SOCA (2019)
Madhura Kumaraswamy, Anamika Chowdhury, Michael Gerndt, Zakaria Bendifallah, Othman Bouizi, Uldis Locans, Lubomír Ríha, Ondrej Vysocky, Martin Beseda, Jan Zapletal
Domain knowledge specification for energy tuning. Concurr. Comput. Pract. Exp. 31 (6) (2019)
Vladimir Podolskiy, Anshul Jindal, Michael Gerndt
Multilayered Autoscaling Performance Evaluation: Can Virtual Machines and Containers Co-Scale? Int. J. Appl. Math. Comput. Sci. 29 (2) (2019)
Shajulin Benedict, Michael Gerndt
Introduction to the Special Issue on IoT Cloud Solutions for Societal Applications. Scalable Comput. Pract. Exp. 20 (3) (2019)
Mohak Chadha, Michael Gerndt
Modelling DVFS and UFS for Region-Based Energy Aware Tuning of HPC Applications. IPDPS (2019)
Peeranut Chindanonda, Vladimir Podolskiy, Michael Gerndt
Metrics for Self-Adaptive Queuing in Middleware for Internet of Things. FAS*W@SASO/ICAC (2019)
Yesika M. Ramírez, Vladimir Podolskiy, Michael Gerndt
Capacity-Driven Scaling Schedules Derivation for Coordinated Elasticity of Containers and Virtual Machines. ICAC (2019)
Jeeta Ann Chacko, Isaías A. Comprés Ureña, Michael Gerndt
Integration of Apache Spark with Invasive Resource Manager. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Michael Gerndt, Siegfried Benkner, Eduardo César, Carmen B. Navarrete, Enes Bajrovic, Jirí Dokulil, Carla Guillén, Robert Mijakovic, Anna Sikora
A multi-aspect online tuning framework for HPC applications. Softw. Qual. J. 26 (3) (2018)
Anshul Jindal, Vladimir Podolskiy, Michael Gerndt
Autoscaling Performance Measurement Tool. ICPE Companion (2018)
Vladimir Podolskiy, Yesika M. Ramírez, Atakan Yenel, Shumail Mohyuddin, Hakan Uyumaz, Ali Naci Uysal, Moawiah Assali, Sergei Drugalev, Michael Gerndt, Matthias Friessnig, Anastasia Myasnichenko
Practical Education in IoT through Collaborative Work on Open-Source Projects with Industry and Entrepreneurial Organizations. FIE (2018)
Vladimir Podolskiy, Anshul Jindal, Michael Gerndt
IaaS Reactive Autoscaling Performance Challenges. IEEE CLOUD (2018)
Ankur Bhatia, Michael Gerndt, Jorge Cardoso
Efficient Failure Diagnosis of OpenStack Using Tempest. IEEE Internet Comput. 22 (6) (2018)
Andreas Wilhelm, Faris Cakaric, Michael Gerndt, Tobias Schuele
Tool-based interactive software parallelization: a case study. ICSE (SEIP) (2018)
Vladimir Podolskiy, Anshul Jindal, Michael Gerndt, Yury Oleynik
Forecasting Models for Self-Adaptive Cloud Applications: A Comparative Study. SASO (2018)
Joseph Schuchart, Michael Gerndt, Per Gunnar Kjeldsberg, Michael Lysaght, David Horák, Lubomír Ríha, Andreas Gocht, Mohammed Sourouri, Madhura Kumaraswamy, Anamika Chowdhury, Magnus Jahre, Kai Diethelm, Othman Bouizi, Umbreen Sabir Mian, Jakub Kruzík, Radim Sojka, Martin Beseda, Venkatesh Kannan, Zakaria Bendifallah, Daniel Hackenberg, Wolfgang E. Nagel
The READEX formalism for automatic tuning for energy efficiency. Computing 99 (8) (2017)
Madhura Kumaraswamy, Anamika Chowdhury, Michael Gerndt
Design-Time Analysis for the READEX Tool Suite. PARCO (2017)
Anamika Chowdhury, Madhura Kumaraswamy, Michael Gerndt
READEX Tool Suite for Energy-efficiency Tuning of HPC Applications. SEM4HPC@HPDC (2017)
Per Gunnar Kjeldsberg, Andreas Gocht, Michael Gerndt, Lubomir Riha, Joseph Schuchart, Umbreen Sabir Mian
READEX: Linking two ends of the computing continuum to improve energy-efficiency in dynamic applications. DATE (2017)
Shajulin Benedict, Michael Gerndt, Siegfried Benkner
Special issue on energy reduction techniques for exa-scale computing: theory and practice. Computing 99 (8) (2017)
Ao Mo-Hellenbrand, Isaías A. Comprés Ureña, Oliver Meister, Hans-Joachim Bungartz, Michael Gerndt, Michael Bader
A Large-Scale Malleable Tsunami Simulation Realized on an Elastic MPI Infrastructure. Conf. Computing Frontiers (2017)
Anshul Jindal, Vladimir Podolskiy, Michael Gerndt
Multilayered Cloud Applications Autoscaling Performance Estimation. SC² (2017)
Mohamed Riduan Abid, Karima Kaddouri, Kevin Smith, Moulay Idriss El Ouadghiri, Michael Gerndt
Virtual Machines' Load-Balancing in Inter-clouds. FiCloud Workshops (2016)
Anna Sikora, Eduardo César, Isaías A. Comprés Ureña, Michael Gerndt
Autotuning of MPI Applications Using PTF. SEM4HPC@HPDC (2016)
Roberto Camacho Barranco, Patricia J. Teller, Michael Gerndt
Minimization of Xeon Phi Core Use with Negligible Execution Time Impact. XSEDE (2016)
Nacer Khalil, Mohamed Riduan Abid, Driss Benhaddou, Michael Gerndt
Wireless Sensors Networks for Internet of Things. CoRR (2016)
Haowei Huang, Liehui Jiang, Weiyu Dong, Rui Chang, Yifan Hou, Michael Gerndt
A Fine-Granular Programming Scheme for Irregular Scientific Applications. ACA (2016)
Khadija Akherfi, Hamid Harroud, Michael Gerndt
A Mobile Cloud Middleware to Support Mobility and Cloud Interoperability. Int. J. Adapt. Resilient Auton. Syst. 7 (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Gerndt